Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9552716 0.9539403 0.9949606 0.9638809 NA
bt 0.8154952 0.9866738 0.8522369 0.5860093 NA
maxnet 0.6733227 0.9785730 0.8047027 0.4804066 NA
gam 0.7867412 0.9829405 0.7985601 0.4962365 0.1429480
glm 0.7571885 0.8529308 0.7513230 0.4549000 0.1546168

Variable Importance